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test_data.test_load_boston()   A
last analyzed

↳ Parent: test_data

Complexity

Conditions 1

Size

Total Lines 11
Code Lines 11

Duplication

Lines 0
Ratio 0 %

Importance

Changes 0
Metric Value
eloc 11
dl 0
loc 11
rs 9.85
c 0
b 0
f 0
cc 1
nop 0
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from apoor import data

            


            
                                                                                                            
                            
            
                                    
            
            

                
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def test_list_datasets():

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    d = data.list_datasets()

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    assert "iris" in d

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    assert "boston" in d

            


            
                                                                                                            
                            
            
                                    
            
            

                
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def test_load_iris():

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    df = data.load_iris()

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    iris_shape = (150, 5)

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    assert df.shape == iris_shape

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    iris_cols = [

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        'sepal_length','sepal_width', 

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        'petal_length','petal_width', 

            


            
                                                                                                            
                            
            
                                    
            
            

                
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        'target']

            


            
                                                                                                            
                            
            
                                    
            
            

                
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    assert df.columns.to_list() == iris_cols

            


            
                                                                                                            
                                                                
            
                                    
            
            

                
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def test_load_boston():

            


            
                                                        
            
                                    
            
            

                
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    df = data.load_boston()

            


            
                                                        
            
                                    
            
            

                
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    boston_shape = (506, 14)

            


            
                                                        
            
                                    
            
            

                
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    assert df.shape == boston_shape

            


            
                                                        
            
                                    
            
            

                
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    boston_cols = [

            


            
                                                        
            
                                    
            
            

                
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        'CRIM','ZN','INDUS',

            


            
                                                        
            
                                    
            
            

                
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        'CHAS','NOX','RM',

            


            
                                                        
            
                                    
            
            

                
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        'AGE','DIS','RAD','TAX',

            


            
                                                        
            
                                    
            
            

                
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        'PTRATIO','B','LSTAT',

            


            
                                                        
            
                                    
            
            

                
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        'MEDV']

            


            
                                                        
            
                                    
            
            

                
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    assert df.columns.to_list() == boston_cols

            


            
                                                        
            
                                    
            
            

                
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